Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-12-29 0.260143 0.291792 0.327291 0.370364 0.421620 0.481186 0.556415
2025-01-05 0.202604 0.242059 0.290469 0.355396 0.442045 0.556536 0.724390
2025-01-12 0.166931 0.207881 0.261248 0.338042 0.449588 0.612569 0.883465
2025-01-19 0.143952 0.184838 0.240588 0.325310 0.457062 0.666620 1.056433
2025-01-26 0.135529 0.179465 0.242203 0.343169 0.512285 0.808551 1.440227
2025-02-02 0.132177 0.180343 0.252321 0.375100 0.597501 1.031148 2.119516
2025-02-09 0.126364 0.176603 0.254508 0.394021 0.664470 1.245830 2.959906
2025-02-16 0.120126 0.171320 0.253254 0.406351 0.721839 1.465414 4.050581
2025-02-23 0.112644 0.163192 0.246114 0.406397 0.753659 1.639075 5.223649
2025-03-02 0.102573 0.149931 0.228720 0.384028 0.730593 1.657492 5.798316
2025-03-09 0.095927 0.141746 0.219302 0.375934 0.738698 1.770785 7.047252
2025-03-16 0.090446 0.135049 0.211818 0.370590 0.752200 1.909119 8.771388
2025-03-23 0.086325 0.130611 0.208476 0.374539 0.793694 2.179904 12.453453
2025-03-30 0.079984 0.121924 0.196560 0.358575 0.779404 2.246458 14.850083
2025-04-06 0.074057 0.113561 0.184545 0.340836 0.756393 2.270158 17.108165
2025-04-13 0.069266 0.106890 0.175198 0.327921 0.744479 2.338218 20.632016
2025-04-20 0.068353 0.107054 0.179040 0.345969 0.830379 2.929077 41.207792
2025-04-27 0.068805 0.109707 0.188078 0.378262 0.976083 4.053056 138.289099
2025-05-04 0.067836 0.109629 0.191528 0.397404 1.087419 5.211242 599.470276
2025-05-11 0.066312 0.108370 0.192353 0.409880 1.181002 6.482494 7278.953353
2025-05-18 0.063905 0.105235 0.188837 0.409927 1.225573 7.458365 NaN
2025-05-25 0.059961 0.098879 0.177792 0.387293 1.166036 7.240658 NaN
2025-06-01 0.057358 0.095030 0.172026 0.379105 1.168599 7.778600 NaN